In [1]:
GPU name: NVIDIA GeForce RTX 2080 Ti, gpu_id: 0
cuda
pytorch version =  1.10.0
In [2]:
In [3]:
Loaded configs/default.json:
{'expt_name': 'deafult', 'gpu_id': '0', 'train_filepath': './data/tsp25_concorde.txt', 'val_filepath': './data/tsp25_concorde.txt', 'test_filepath': './data/tsp25_concorde.txt', 'num_nodes': 100, 'num_neighbors': 6, 'node_dim': 4, 'voc_nodes_in': 2, 'voc_nodes_out': 2, 'voc_edges_in': 3, 'voc_edges_out': 2, 'beam_size': 10, 'hidden_dim': 50, 'num_layers': 3, 'mlp_layers': 2, 'aggregation': 'mean', 'max_epochs': 1500, 'val_every': 5, 'test_every': 10, 'batch_size': 100, 'batches_per_epoch': 500, 'accumulation_steps': 1, 'learning_rate': 0.001, 'decay_rate': 1.01}
In [4]:
CUDA available, using GPU ID 0
In [5]:
In [6]:
Loaded checkpoint from epoch 1499
In [7]:
Class weights: [ 0.50818173 31.05590062]
tensor([7.3542e-01, 7.3127e-04, 3.6397e-20, 3.1718e-01, 2.6180e-02, 2.4821e-01,
        8.8011e-01, 2.7613e-02, 9.3657e-02, 7.7318e-01, 7.4782e-01, 7.0760e-02,
        4.4032e-04, 5.8457e-04, 4.0113e-04, 3.0494e-04, 1.8628e-01, 1.1400e-01,
        7.9371e-02, 5.0004e-02, 8.4600e-03, 1.2960e-02, 9.1731e-03, 6.1144e-03,
        4.9338e-03, 1.2088e-02, 2.3081e-02, 6.5631e-03, 1.0479e-02, 1.0443e-02,
        4.8727e-03, 4.7461e-03, 8.3459e-02, 1.0012e-01, 3.4546e-02, 3.7885e-02,
        3.3079e-03, 5.4368e-03, 6.0076e-03, 3.9207e-03, 5.5807e-04, 6.8777e-04,
        4.2805e-04, 3.4540e-04, 3.8895e-04, 4.6386e-04, 3.2650e-04, 2.7072e-04,
        9.3666e-04, 1.1823e-03, 8.7744e-04, 6.8227e-04, 2.4374e-02, 3.0214e-02,
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        3.8148e-02, 1.4287e-01, 1.2525e-02, 1.6038e-02, 1.8765e-02, 1.5182e-02,
        3.4367e-02, 3.7792e-02, 1.2517e-02, 1.1976e-02, 8.9101e-04, 1.2243e-03,
        6.9761e-04, 5.1502e-04, 1.2569e-02, 2.4904e-02, 1.2555e-02, 1.7911e-02,
        1.5525e-03, 1.9904e-03, 1.2533e-03, 9.6607e-04, 3.9319e-03, 4.0740e-03,
        3.8087e-03, 3.6729e-03, 1.8649e-02, 2.3640e-02, 2.1168e-02, 1.6880e-02,
        2.1226e-04, 3.0497e-04, 1.9573e-04, 1.3724e-04], device='cuda:0')
In [ ]:
In [8]:
In [9]:
here
HPN(
  (TransPointer): Attention(
    (Wref): Linear(in_features=128, out_features=128, bias=True)
    (Wq): Linear(in_features=128, out_features=128, bias=True)
  )
  (encoder): LSTM(
    (Wxi): Linear(in_features=128, out_features=128, bias=True)
    (Whi): Linear(in_features=128, out_features=128, bias=True)
    (wci): Linear(in_features=128, out_features=128, bias=True)
    (Wxf): Linear(in_features=128, out_features=128, bias=True)
    (Whf): Linear(in_features=128, out_features=128, bias=True)
    (wcf): Linear(in_features=128, out_features=128, bias=True)
    (Wxc): Linear(in_features=128, out_features=128, bias=True)
    (Whc): Linear(in_features=128, out_features=128, bias=True)
    (Wxo): Linear(in_features=128, out_features=128, bias=True)
    (Who): Linear(in_features=128, out_features=128, bias=True)
    (wco): Linear(in_features=128, out_features=128, bias=True)
  )
  (embedding_x): Linear(in_features=2, out_features=128, bias=True)
  (embedding_all): Linear(in_features=2, out_features=128, bias=True)
  (Transembedding_all): TransEncoderNet(
    (MHA_layers): ModuleList(
      (0): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
      )
      (1): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
      )
      (2): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
      )
      (3): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
      )
      (4): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
      )
      (5): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
      )
    )
    (linear1_layers): ModuleList(
      (0): Linear(in_features=128, out_features=512, bias=True)
      (1): Linear(in_features=128, out_features=512, bias=True)
      (2): Linear(in_features=128, out_features=512, bias=True)
      (3): Linear(in_features=128, out_features=512, bias=True)
      (4): Linear(in_features=128, out_features=512, bias=True)
      (5): Linear(in_features=128, out_features=512, bias=True)
    )
    (linear2_layers): ModuleList(
      (0): Linear(in_features=512, out_features=128, bias=True)
      (1): Linear(in_features=512, out_features=128, bias=True)
      (2): Linear(in_features=512, out_features=128, bias=True)
      (3): Linear(in_features=512, out_features=128, bias=True)
      (4): Linear(in_features=512, out_features=128, bias=True)
      (5): Linear(in_features=512, out_features=128, bias=True)
    )
    (norm1_layers): ModuleList(
      (0): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (1): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (2): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (3): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (4): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (5): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
    )
    (norm2_layers): ModuleList(
      (0): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (1): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (2): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (3): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (4): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
      (5): BatchNorm1d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
    )
  )
)
Number of parameters: 1405569

daniel rectangle feature handle

In [10]:
In [ ]:
In [ ]:
======================
prepare to train
======================
Hyper parameters:
learning rate 0.0001
batch size 128
steps 2500
epoch 100
======================
here
here
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[0, 1, 3, 4, 7, 10, 13, 16, 17, 18, 21, 23, 25, 28, 31, 32, 33, 35, 37, 40, 42, 45, 47, 49, 52, 55]
55
epoch:0, batch:100/2500, reward:11903.890625
record the last path to gazebo for showing up
epoch:0, batch:200/2500, reward:11579.59765625
record the last path to gazebo for showing up
epoch:0, batch:300/2500, reward:11287.205078125
record the last path to gazebo for showing up
epoch:0, batch:400/2500, reward:11163.1015625
record the last path to gazebo for showing up
epoch:0, batch:500/2500, reward:11204.2099609375
record the last path to gazebo for showing up
epoch:0, batch:600/2500, reward:11107.5029296875
record the last path to gazebo for showing up
epoch:0, batch:700/2500, reward:11101.7138671875
record the last path to gazebo for showing up
epoch:0, batch:800/2500, reward:10968.7216796875
record the last path to gazebo for showing up
epoch:0, batch:900/2500, reward:10813.8291015625
record the last path to gazebo for showing up
epoch:0, batch:1000/2500, reward:10803.876953125
record the last path to gazebo for showing up
epoch:0, batch:1100/2500, reward:10637.8349609375
record the last path to gazebo for showing up
epoch:0, batch:1200/2500, reward:10646.5732421875
record the last path to gazebo for showing up
epoch:0, batch:1300/2500, reward:10587.828125
record the last path to gazebo for showing up
epoch:0, batch:1400/2500, reward:10446.916015625
record the last path to gazebo for showing up
epoch:0, batch:1500/2500, reward:10264.716796875
record the last path to gazebo for showing up
epoch:0, batch:1600/2500, reward:10426.7744140625
record the last path to gazebo for showing up
epoch:0, batch:1700/2500, reward:10179.3310546875
record the last path to gazebo for showing up
epoch:0, batch:1800/2500, reward:10743.685546875
record the last path to gazebo for showing up
epoch:0, batch:1900/2500, reward:10264.298828125
record the last path to gazebo for showing up
epoch:0, batch:2000/2500, reward:10336.93359375
record the last path to gazebo for showing up
epoch:0, batch:2100/2500, reward:10287.953125
record the last path to gazebo for showing up
epoch:0, batch:2200/2500, reward:10059.0146484375
record the last path to gazebo for showing up
epoch:0, batch:2300/2500, reward:10332.5634765625
record the last path to gazebo for showing up
epoch:0, batch:2400/2500, reward:10137.23046875
record the last path to gazebo for showing up
epoch:0, batch:2500/2500, reward:10096.517578125
record the last path to gazebo for showing up
tensor([-9.8177, -9.4277, -9.3541, -9.7925, -9.9302, -9.9446, -9.9435, -9.9290,
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        -9.9160, -9.9099, -9.7461, -9.7889], device='cuda:0')
tensor([-4.9090e+00, -4.6342e+00, -4.3924e+00, -4.3952e+00, -9.7843e+00,
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       device='cuda:0')
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        -9.5565, -9.3614, -7.5767, -7.9185], device='cuda:0')
tensor([-0.0408, -1.1848, -0.9188,  0.6047, -9.5967, -9.5112, -9.4761, -9.5758,
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        -8.8287, -8.2796, -4.8860, -5.7377], device='cuda:0')
tensor([-5.7199, -2.1702, -1.8831, -5.3723, -9.3394, -9.3726, -9.3245, -9.2886,
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tensor([9.2482, 9.6339, 9.6406, 9.2872, 3.1752, 4.0747, 4.5774, 3.7755, 2.7090,
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        6.4359], device='cuda:0')
R_val =  tensor(14075.6191, device='cuda:0')
C_val =  tensor(14453.3594, device='cuda:0')
Avg Actor 14075.619140625 --- Avg Critic 14453.359375
My actor is going on the right road Hallelujah :) Updated
Epoch: 0, epoch time: 59.507min, tot time: 0.041day, L_actor: 14075.619, L_critic: 14453.359, update: True
Save Checkpoints
epoch:1, batch:100/2500, reward:10704.439453125
record the last path to gazebo for showing up
epoch:1, batch:200/2500, reward:10656.978515625
record the last path to gazebo for showing up
epoch:1, batch:300/2500, reward:10854.521484375
record the last path to gazebo for showing up
epoch:1, batch:400/2500, reward:11199.013671875
record the last path to gazebo for showing up
epoch:1, batch:500/2500, reward:10938.876953125
record the last path to gazebo for showing up
epoch:1, batch:600/2500, reward:10641.2119140625
record the last path to gazebo for showing up
epoch:1, batch:700/2500, reward:11727.9755859375
record the last path to gazebo for showing up
epoch:1, batch:800/2500, reward:10840.509765625
record the last path to gazebo for showing up
epoch:1, batch:900/2500, reward:10888.2431640625
record the last path to gazebo for showing up
epoch:1, batch:1000/2500, reward:11065.4091796875
record the last path to gazebo for showing up
epoch:1, batch:1100/2500, reward:10550.564453125
record the last path to gazebo for showing up
epoch:1, batch:1200/2500, reward:10563.5224609375
record the last path to gazebo for showing up
epoch:1, batch:1300/2500, reward:10840.6943359375
record the last path to gazebo for showing up
epoch:1, batch:1400/2500, reward:10476.4423828125
record the last path to gazebo for showing up
epoch:1, batch:1500/2500, reward:10330.80859375
record the last path to gazebo for showing up
epoch:1, batch:1600/2500, reward:10478.955078125
record the last path to gazebo for showing up
epoch:1, batch:1700/2500, reward:10410.1396484375
record the last path to gazebo for showing up
epoch:1, batch:1800/2500, reward:10387.5703125
record the last path to gazebo for showing up
epoch:1, batch:1900/2500, reward:11003.36328125
record the last path to gazebo for showing up
epoch:1, batch:2000/2500, reward:10905.513671875
record the last path to gazebo for showing up
epoch:1, batch:2100/2500, reward:10926.8759765625
record the last path to gazebo for showing up
epoch:1, batch:2200/2500, reward:10666.625
record the last path to gazebo for showing up
epoch:1, batch:2300/2500, reward:10711.5546875
record the last path to gazebo for showing up
epoch:1, batch:2400/2500, reward:10528.876953125
record the last path to gazebo for showing up
epoch:1, batch:2500/2500, reward:10322.08984375
record the last path to gazebo for showing up
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tensor([ 3.8463,  4.0249,  3.9503,  3.8281, -6.8207, -6.8193, -6.5849, -6.5980,
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tensor([ 3.8244,  4.1283,  4.0489,  3.8189, -7.3283, -7.3182, -7.0989, -7.1178,
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tensor([ 5.6686,  5.8482,  5.8114,  5.6553, -5.0713, -4.9733, -4.6784, -4.8021,
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tensor([ 1.0317,  1.7825,  1.7363,  1.1244, -8.0072, -8.0460, -7.7906, -7.7530,
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tensor([ 0.4904,  1.4358,  1.4155,  0.6114, -8.2749, -8.3190, -8.0990, -8.0538,
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tensor([ 4.2445e+00,  4.3765e+00,  4.2924e+00,  4.2160e+00, -6.8480e+00,
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       device='cuda:0')
tensor([ 3.1735e+00,  3.3901e+00,  3.2912e+00,  3.1535e+00, -7.4984e+00,
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       device='cuda:0')
tensor([ 4.7967,  5.5680,  5.6550,  4.9317, -6.4733, -6.4617, -6.0690, -6.0737,
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R_val =  tensor(13824.2363, device='cuda:0')
C_val =  tensor(14075.6191, device='cuda:0')
Avg Actor 13824.236328125 --- Avg Critic 14075.619140625
My actor is going on the right road Hallelujah :) Updated
Epoch: 1, epoch time: 60.007min, tot time: 0.083day, L_actor: 13824.236, L_critic: 14075.619, update: True
Save Checkpoints
epoch:2, batch:100/2500, reward:10378.54296875
record the last path to gazebo for showing up
epoch:2, batch:200/2500, reward:10356.591796875
record the last path to gazebo for showing up
epoch:2, batch:300/2500, reward:10550.681640625
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epoch:2, batch:400/2500, reward:10179.09765625
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epoch:2, batch:500/2500, reward:10655.490234375
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epoch:2, batch:600/2500, reward:10424.05078125
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epoch:2, batch:700/2500, reward:10451.947265625
record the last path to gazebo for showing up
epoch:2, batch:800/2500, reward:10455.6953125
record the last path to gazebo for showing up
epoch:2, batch:900/2500, reward:10288.9609375
record the last path to gazebo for showing up
epoch:2, batch:1000/2500, reward:10439.08984375
record the last path to gazebo for showing up
epoch:2, batch:1100/2500, reward:10515.482421875
record the last path to gazebo for showing up
epoch:2, batch:1200/2500, reward:10349.30078125
record the last path to gazebo for showing up
epoch:2, batch:1300/2500, reward:10388.091796875
record the last path to gazebo for showing up
epoch:2, batch:1400/2500, reward:10266.7509765625
record the last path to gazebo for showing up
epoch:2, batch:1500/2500, reward:10115.2177734375
record the last path to gazebo for showing up
epoch:2, batch:1600/2500, reward:10349.943359375
record the last path to gazebo for showing up
epoch:2, batch:1700/2500, reward:10138.505859375
record the last path to gazebo for showing up
epoch:2, batch:1800/2500, reward:10556.7041015625
record the last path to gazebo for showing up
epoch:2, batch:1900/2500, reward:10422.7939453125
record the last path to gazebo for showing up
epoch:2, batch:2000/2500, reward:10116.5234375
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epoch:2, batch:2100/2500, reward:10467.40234375
record the last path to gazebo for showing up
epoch:2, batch:2200/2500, reward:10221.490234375
record the last path to gazebo for showing up
epoch:2, batch:2300/2500, reward:10107.6181640625
record the last path to gazebo for showing up
epoch:2, batch:2400/2500, reward:10374.068359375
record the last path to gazebo for showing up
epoch:2, batch:2500/2500, reward:10358.125
record the last path to gazebo for showing up
tensor([-9.9346, -9.7396, -9.7579, -9.9340, -9.9896, -9.9842, -9.9886, -9.9918,
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tensor([ 4.3269,  8.0864,  8.4123,  5.5214, -5.0056, -6.2727, -5.4971, -4.4640,
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tensor([ 3.2219,  7.8369,  8.0091,  3.9866, -4.2506, -5.5190, -5.1177, -4.0602,
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tensor([ 2.7840,  7.7559,  8.2790,  4.6656, -8.0361, -8.2992, -7.9005, -7.6500,
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tensor([ 1.7172,  7.3439,  7.9503,  3.7733, -8.3971, -8.5941, -8.2792, -8.0860,
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tensor([ 2.6405,  7.6287,  7.8837,  3.5589, -4.7290, -6.2593, -5.7002, -4.3545,
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R_val =  tensor(10776.4570, device='cuda:0')
C_val =  tensor(13824.2363, device='cuda:0')
Avg Actor 10776.45703125 --- Avg Critic 13824.236328125
My actor is going on the right road Hallelujah :) Updated
Epoch: 2, epoch time: 58.907min, tot time: 0.124day, L_actor: 10776.457, L_critic: 13824.236, update: True
Save Checkpoints
epoch:3, batch:100/2500, reward:9960.8525390625
record the last path to gazebo for showing up
epoch:3, batch:200/2500, reward:9853.7265625
record the last path to gazebo for showing up
epoch:3, batch:300/2500, reward:9775.9111328125
record the last path to gazebo for showing up
epoch:3, batch:400/2500, reward:9790.181640625
record the last path to gazebo for showing up
epoch:3, batch:500/2500, reward:9724.5400390625
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epoch:3, batch:600/2500, reward:9727.103515625
record the last path to gazebo for showing up
epoch:3, batch:700/2500, reward:9766.287109375
record the last path to gazebo for showing up
epoch:3, batch:800/2500, reward:9593.86328125
record the last path to gazebo for showing up
epoch:3, batch:900/2500, reward:9675.7158203125
record the last path to gazebo for showing up
epoch:3, batch:1000/2500, reward:9626.01953125
record the last path to gazebo for showing up
epoch:3, batch:1100/2500, reward:9579.0556640625
record the last path to gazebo for showing up
epoch:3, batch:1200/2500, reward:9553.92578125
record the last path to gazebo for showing up
epoch:3, batch:1300/2500, reward:9593.15234375
record the last path to gazebo for showing up
epoch:3, batch:1400/2500, reward:9492.314453125
record the last path to gazebo for showing up
epoch:3, batch:1500/2500, reward:9455.248046875
record the last path to gazebo for showing up
epoch:3, batch:1600/2500, reward:9477.283203125
record the last path to gazebo for showing up
epoch:3, batch:1700/2500, reward:9540.16015625
record the last path to gazebo for showing up
epoch:3, batch:1800/2500, reward:9443.3046875
record the last path to gazebo for showing up
epoch:3, batch:1900/2500, reward:9494.2392578125
record the last path to gazebo for showing up
epoch:3, batch:2000/2500, reward:9419.390625
record the last path to gazebo for showing up
epoch:3, batch:2100/2500, reward:9498.205078125
record the last path to gazebo for showing up
epoch:3, batch:2200/2500, reward:9342.7734375
record the last path to gazebo for showing up
epoch:3, batch:2300/2500, reward:9416.712890625
record the last path to gazebo for showing up
epoch:3, batch:2400/2500, reward:9377.2919921875
record the last path to gazebo for showing up
epoch:3, batch:2500/2500, reward:9425.8955078125
record the last path to gazebo for showing up
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tensor([ 8.1702,  9.5817,  9.5716,  8.5671, -1.6368,  2.4090,  1.2595, -3.1616,
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R_val =  tensor(9612.7891, device='cuda:0')
C_val =  tensor(10776.4570, device='cuda:0')
Avg Actor 9612.7890625 --- Avg Critic 10776.45703125
My actor is going on the right road Hallelujah :) Updated
Epoch: 3, epoch time: 59.170min, tot time: 0.165day, L_actor: 9612.789, L_critic: 10776.457, update: True
Save Checkpoints
epoch:4, batch:100/2500, reward:9225.6015625
record the last path to gazebo for showing up
epoch:4, batch:200/2500, reward:9179.076171875
record the last path to gazebo for showing up
epoch:4, batch:300/2500, reward:9051.1923828125
record the last path to gazebo for showing up
epoch:4, batch:400/2500, reward:9016.9541015625
record the last path to gazebo for showing up
epoch:4, batch:500/2500, reward:9019.4765625
record the last path to gazebo for showing up
epoch:4, batch:600/2500, reward:8912.0537109375
record the last path to gazebo for showing up
epoch:4, batch:700/2500, reward:9004.666015625
record the last path to gazebo for showing up
epoch:4, batch:800/2500, reward:9128.693359375
record the last path to gazebo for showing up
epoch:4, batch:900/2500, reward:9012.578125
record the last path to gazebo for showing up
epoch:4, batch:1000/2500, reward:8971.18359375
record the last path to gazebo for showing up
epoch:4, batch:1100/2500, reward:9029.5263671875
record the last path to gazebo for showing up
epoch:4, batch:1200/2500, reward:8884.279296875
record the last path to gazebo for showing up
epoch:4, batch:1300/2500, reward:8823.423828125
record the last path to gazebo for showing up
epoch:4, batch:1400/2500, reward:8886.8388671875
record the last path to gazebo for showing up
epoch:4, batch:1500/2500, reward:8889.63671875
record the last path to gazebo for showing up
epoch:4, batch:1600/2500, reward:8913.865234375
record the last path to gazebo for showing up
epoch:4, batch:1700/2500, reward:8777.796875
record the last path to gazebo for showing up
epoch:4, batch:1800/2500, reward:8713.7294921875
record the last path to gazebo for showing up
epoch:4, batch:1900/2500, reward:8770.447265625
record the last path to gazebo for showing up
epoch:4, batch:2000/2500, reward:8652.5419921875
record the last path to gazebo for showing up
epoch:4, batch:2100/2500, reward:8704.9033203125
record the last path to gazebo for showing up
epoch:4, batch:2200/2500, reward:8592.6298828125
record the last path to gazebo for showing up
epoch:4, batch:2300/2500, reward:8715.97265625
record the last path to gazebo for showing up
epoch:4, batch:2400/2500, reward:8605.4140625
record the last path to gazebo for showing up
epoch:4, batch:2500/2500, reward:8564.18359375
record the last path to gazebo for showing up
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tensor([ 7.7317,  7.4584,  7.7023,  8.2856, -6.6839, -4.5855, -4.5262, -6.8208,
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tensor([ 8.8046,  9.2484,  9.3225,  9.0795, -5.8231, -3.8525, -3.4400, -5.8654,
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tensor([ 8.1024,  7.9309,  8.1448,  8.5887, -6.3179, -3.9776, -3.8012, -6.4229,
        -7.5242, -4.3775, -1.0809, -5.7945, -7.8677, -8.6049, -8.5440, -7.8103,
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        -5.5186, -2.4471,  3.7939,  3.6500], device='cuda:0')
tensor([ 5.5008,  6.8065,  7.0143,  6.4602, -9.0076, -8.8635, -8.8001, -8.9982,
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tensor([ 5.1953,  6.8494,  7.0351,  6.2053, -9.0895, -8.9790, -8.9274, -9.0793,
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tensor([ 8.2496,  8.3380,  8.5104,  8.6943, -6.1380, -3.8930, -3.6512, -6.2434,
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tensor([ 4.4369,  9.2693,  9.3158,  5.8688, -8.5051, -8.7432, -8.7883, -8.4428,
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tensor([ 8.7762,  8.7575,  8.8676,  9.0735, -5.4953, -2.7314, -2.2332, -5.4774,
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R_val =  tensor(11503.1729, device='cuda:0')
C_val =  tensor(9612.7891, device='cuda:0')
Avg Actor 11503.1728515625 --- Avg Critic 9612.7890625
Epoch: 4, epoch time: 58.768min, tot time: 0.206day, L_actor: 11503.173, L_critic: 9612.789, update: False
Save Checkpoints
epoch:5, batch:100/2500, reward:8689.3515625
record the last path to gazebo for showing up
epoch:5, batch:200/2500, reward:8586.9619140625
record the last path to gazebo for showing up
epoch:5, batch:300/2500, reward:8535.044921875
record the last path to gazebo for showing up
epoch:5, batch:400/2500, reward:8560.73828125
record the last path to gazebo for showing up
epoch:5, batch:500/2500, reward:8520.18359375
record the last path to gazebo for showing up
epoch:5, batch:600/2500, reward:8480.5908203125
record the last path to gazebo for showing up
epoch:5, batch:700/2500, reward:8451.13671875
record the last path to gazebo for showing up
epoch:5, batch:800/2500, reward:8487.48046875
record the last path to gazebo for showing up
epoch:5, batch:900/2500, reward:8505.646484375
record the last path to gazebo for showing up
epoch:5, batch:1000/2500, reward:8467.3623046875
record the last path to gazebo for showing up
epoch:5, batch:1100/2500, reward:8549.8447265625
record the last path to gazebo for showing up
epoch:5, batch:1200/2500, reward:8442.8720703125
record the last path to gazebo for showing up
epoch:5, batch:1300/2500, reward:8570.193359375
record the last path to gazebo for showing up
epoch:5, batch:1400/2500, reward:8462.5927734375
record the last path to gazebo for showing up
epoch:5, batch:1500/2500, reward:8462.865234375
record the last path to gazebo for showing up
epoch:5, batch:1600/2500, reward:8560.177734375
record the last path to gazebo for showing up
epoch:5, batch:1700/2500, reward:8449.763671875
record the last path to gazebo for showing up
epoch:5, batch:1800/2500, reward:8394.732421875
record the last path to gazebo for showing up
epoch:5, batch:1900/2500, reward:8398.75
record the last path to gazebo for showing up
epoch:5, batch:2000/2500, reward:8509.265625
record the last path to gazebo for showing up
epoch:5, batch:2100/2500, reward:8506.822265625
record the last path to gazebo for showing up
epoch:5, batch:2200/2500, reward:8561.14453125
record the last path to gazebo for showing up
epoch:5, batch:2300/2500, reward:8419.9462890625
record the last path to gazebo for showing up
epoch:5, batch:2400/2500, reward:8483.05859375
record the last path to gazebo for showing up
epoch:5, batch:2500/2500, reward:8469.8642578125
record the last path to gazebo for showing up
tensor([0.9054, 0.7826, 0.7875, 0.9192, 3.4684, 3.0894, 3.0631, 3.4633, 3.8934,
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        1.4038, 1.5470, 0.7983, 1.0758, 1.2680, 0.9300, 2.8392, 2.4186, 2.5662,
        2.9776], device='cuda:0')
tensor([2.1764, 1.7720, 1.7720, 2.1531, 4.0080, 3.7873, 3.7143, 3.9552, 3.7960,
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tensor([2.7841, 2.2470, 2.3217, 2.8435, 5.8974, 5.7401, 5.7348, 5.9068, 5.9783,
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tensor([5.4229, 4.5915, 4.5787, 5.3956, 7.3657, 7.3361, 7.3354, 7.3753, 7.0102,
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tensor([6.0435, 5.1756, 5.1254, 5.9984, 7.7631, 7.7194, 7.7149, 7.7725, 7.4648,
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tensor([5.4808, 4.6937, 4.6557, 5.4437, 7.2895, 7.2416, 7.2285, 7.2927, 6.8498,
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tensor([5.5998, 4.8135, 4.7758, 5.5593, 7.5234, 7.4771, 7.4650, 7.5268, 7.1186,
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tensor([5.5247, 4.7530, 4.7111, 5.4856, 7.3106, 7.2771, 7.2683, 7.3163, 6.8901,
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R_val =  tensor(13630.0967, device='cuda:0')
C_val =  tensor(9612.7891, device='cuda:0')
Avg Actor 13630.0966796875 --- Avg Critic 9612.7890625
Epoch: 5, epoch time: 59.437min, tot time: 0.247day, L_actor: 13630.097, L_critic: 9612.789, update: False
Save Checkpoints
epoch:6, batch:100/2500, reward:8432.14453125
record the last path to gazebo for showing up
epoch:6, batch:200/2500, reward:8370.541015625
record the last path to gazebo for showing up
epoch:6, batch:300/2500, reward:8507.34765625
record the last path to gazebo for showing up
epoch:6, batch:400/2500, reward:8479.0634765625
record the last path to gazebo for showing up
epoch:6, batch:500/2500, reward:8498.267578125
record the last path to gazebo for showing up
epoch:6, batch:600/2500, reward:8487.630859375
record the last path to gazebo for showing up
epoch:6, batch:700/2500, reward:8474.39453125
record the last path to gazebo for showing up
epoch:6, batch:800/2500, reward:8561.318359375
record the last path to gazebo for showing up
epoch:6, batch:900/2500, reward:8612.6875
record the last path to gazebo for showing up
epoch:6, batch:1000/2500, reward:8554.8984375
record the last path to gazebo for showing up
epoch:6, batch:1100/2500, reward:8465.158203125
record the last path to gazebo for showing up
epoch:6, batch:1200/2500, reward:8459.2890625
record the last path to gazebo for showing up
epoch:6, batch:1300/2500, reward:8483.3330078125
record the last path to gazebo for showing up
epoch:6, batch:1400/2500, reward:8416.5595703125
record the last path to gazebo for showing up
epoch:6, batch:1500/2500, reward:8372.7734375
record the last path to gazebo for showing up
epoch:6, batch:1600/2500, reward:8430.8857421875
record the last path to gazebo for showing up
epoch:6, batch:1700/2500, reward:8407.1513671875
record the last path to gazebo for showing up
epoch:6, batch:1800/2500, reward:8375.3056640625
record the last path to gazebo for showing up
epoch:6, batch:1900/2500, reward:8312.490234375
record the last path to gazebo for showing up
epoch:6, batch:2000/2500, reward:8337.462890625
record the last path to gazebo for showing up
epoch:6, batch:2100/2500, reward:8548.5546875
record the last path to gazebo for showing up
epoch:6, batch:2200/2500, reward:8312.76171875
record the last path to gazebo for showing up
epoch:6, batch:2300/2500, reward:8313.3046875
record the last path to gazebo for showing up
epoch:6, batch:2400/2500, reward:8313.2734375
record the last path to gazebo for showing up
epoch:6, batch:2500/2500, reward:8373.0341796875
record the last path to gazebo for showing up
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tensor([6.8859, 6.4956, 6.5887, 6.9157, 1.7426, 2.4656, 2.8904, 2.2026, 4.4782,
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tensor([7.1566, 5.8101, 5.7571, 7.1425, 3.4096, 3.7703, 4.4290, 3.9831, 4.8082,
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tensor([7.6664, 6.4134, 6.3861, 7.6578, 4.4270, 4.9011, 5.4611, 4.9856, 6.2215,
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tensor([7.7866, 7.0906, 7.1022, 7.7730, 3.3139, 3.9790, 4.3529, 3.6975, 5.5064,
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tensor([7.0055, 5.5366, 5.5480, 7.0696, 2.4381, 2.8289, 3.4794, 3.0629, 4.4139,
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tensor([7.6874, 7.1124, 7.1189, 7.6953, 1.0379, 1.7783, 2.2474, 1.5109, 4.2948,
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R_val =  tensor(18800.3613, device='cuda:0')
C_val =  tensor(9612.7891, device='cuda:0')
Avg Actor 18800.361328125 --- Avg Critic 9612.7890625
Epoch: 6, epoch time: 59.297min, tot time: 0.288day, L_actor: 18800.361, L_critic: 9612.789, update: False
Save Checkpoints
epoch:7, batch:100/2500, reward:8422.82421875
record the last path to gazebo for showing up
epoch:7, batch:200/2500, reward:8388.9951171875
record the last path to gazebo for showing up
epoch:7, batch:300/2500, reward:8320.177734375
record the last path to gazebo for showing up
epoch:7, batch:400/2500, reward:8275.8544921875
record the last path to gazebo for showing up
epoch:7, batch:500/2500, reward:8398.1455078125
record the last path to gazebo for showing up
epoch:7, batch:600/2500, reward:8306.51171875
record the last path to gazebo for showing up
epoch:7, batch:700/2500, reward:8260.4912109375
record the last path to gazebo for showing up
epoch:7, batch:800/2500, reward:8287.16015625
record the last path to gazebo for showing up
epoch:7, batch:900/2500, reward:8287.0390625
record the last path to gazebo for showing up
epoch:7, batch:1000/2500, reward:8320.578125
record the last path to gazebo for showing up
epoch:7, batch:1100/2500, reward:8267.4326171875
record the last path to gazebo for showing up
epoch:7, batch:1200/2500, reward:8253.18359375
record the last path to gazebo for showing up
epoch:7, batch:1300/2500, reward:8300.12890625
record the last path to gazebo for showing up
epoch:7, batch:1400/2500, reward:8281.5810546875
record the last path to gazebo for showing up
epoch:7, batch:1500/2500, reward:8357.77734375
record the last path to gazebo for showing up
epoch:7, batch:1600/2500, reward:8358.041015625
record the last path to gazebo for showing up
epoch:7, batch:1700/2500, reward:8267.220703125
record the last path to gazebo for showing up
epoch:7, batch:1800/2500, reward:8276.853515625
record the last path to gazebo for showing up
epoch:7, batch:1900/2500, reward:8313.27734375
record the last path to gazebo for showing up
epoch:7, batch:2000/2500, reward:8372.2060546875
record the last path to gazebo for showing up
epoch:7, batch:2100/2500, reward:8365.0185546875
record the last path to gazebo for showing up
epoch:7, batch:2200/2500, reward:8354.89453125
record the last path to gazebo for showing up
epoch:7, batch:2300/2500, reward:8252.28125
record the last path to gazebo for showing up
epoch:7, batch:2400/2500, reward:8225.453125
record the last path to gazebo for showing up
epoch:7, batch:2500/2500, reward:8494.720703125
record the last path to gazebo for showing up
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         2.1310,  4.5571,  5.0560,  1.7920], device='cuda:0')
tensor([ 7.7270,  6.6710,  6.7296,  7.7389, -3.0753, -2.1020, -1.5108, -2.6451,
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tensor([ 8.5608,  6.5331,  6.7037,  8.6143, -6.1439, -4.7939, -4.4388, -5.9276,
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tensor([ 6.3452,  3.9853,  4.0756,  6.3464, -5.3966, -4.3107, -4.2163, -5.4439,
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R_val =  tensor(14425.3242, device='cuda:0')
C_val =  tensor(9612.7891, device='cuda:0')
Avg Actor 14425.32421875 --- Avg Critic 9612.7890625
Epoch: 7, epoch time: 58.994min, tot time: 0.329day, L_actor: 14425.324, L_critic: 9612.789, update: False
Save Checkpoints
epoch:8, batch:100/2500, reward:8290.2958984375
record the last path to gazebo for showing up
epoch:8, batch:200/2500, reward:8219.1640625
record the last path to gazebo for showing up
epoch:8, batch:300/2500, reward:8204.271484375
record the last path to gazebo for showing up
epoch:8, batch:400/2500, reward:8239.5869140625
record the last path to gazebo for showing up
epoch:8, batch:500/2500, reward:8281.427734375
record the last path to gazebo for showing up
epoch:8, batch:600/2500, reward:8252.69140625
record the last path to gazebo for showing up
epoch:8, batch:700/2500, reward:8257.9296875
record the last path to gazebo for showing up
epoch:8, batch:800/2500, reward:8247.5625
record the last path to gazebo for showing up
epoch:8, batch:900/2500, reward:8219.76171875
record the last path to gazebo for showing up
epoch:8, batch:1000/2500, reward:8233.009765625
record the last path to gazebo for showing up
epoch:8, batch:1100/2500, reward:8274.884765625
record the last path to gazebo for showing up
epoch:8, batch:1200/2500, reward:8268.2578125
record the last path to gazebo for showing up
epoch:8, batch:1300/2500, reward:8347.2431640625
record the last path to gazebo for showing up
epoch:8, batch:1400/2500, reward:8203.5654296875
record the last path to gazebo for showing up
epoch:8, batch:1500/2500, reward:8211.9140625
record the last path to gazebo for showing up
epoch:8, batch:1600/2500, reward:8217.9375
record the last path to gazebo for showing up
epoch:8, batch:1700/2500, reward:8283.548828125
record the last path to gazebo for showing up
epoch:8, batch:1800/2500, reward:8237.6044921875
record the last path to gazebo for showing up
epoch:8, batch:1900/2500, reward:8280.8740234375
record the last path to gazebo for showing up
epoch:8, batch:2000/2500, reward:8267.490234375
record the last path to gazebo for showing up
epoch:8, batch:2100/2500, reward:8274.8017578125
record the last path to gazebo for showing up
epoch:8, batch:2200/2500, reward:8342.662109375
record the last path to gazebo for showing up
epoch:8, batch:2300/2500, reward:8270.248046875
record the last path to gazebo for showing up
epoch:8, batch:2400/2500, reward:8260.5244140625
record the last path to gazebo for showing up
epoch:8, batch:2500/2500, reward:8286.9912109375
record the last path to gazebo for showing up
tensor([-1.4212,  0.2834,  0.1166, -1.4776,  0.1573,  0.0662, -0.1162, -0.1007,
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tensor([ 0.7502,  3.1082,  3.2377,  0.8787, -4.2605, -3.9214, -3.9463, -4.2536,
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tensor([ 0.3713,  2.4690,  2.6134,  0.4443, -2.0921, -2.0130, -1.9662, -2.1274,
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tensor([ 7.3065e-01,  2.6952e+00,  2.9096e+00,  7.7549e-01, -2.5540e+00,
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tensor([ 1.8106,  3.3878,  3.5691,  1.9865, -0.7257, -0.7194, -0.3249, -0.4290,
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        9.6667], device='cuda:0')
tensor([7.3087, 5.4082, 5.7768, 7.5290, 9.3530, 9.4081, 9.4583, 9.4038, 9.2563,
        9.3263, 9.2890, 9.2141, 9.3142, 9.1675, 9.1829, 9.3245, 9.4124, 9.3580,
        9.3834, 9.4392, 9.3444, 9.0039, 9.0476, 9.3518, 2.4398, 1.5621, 1.9174,
        2.8728, 9.4420, 9.4413, 9.4919, 9.4787, 8.3096, 8.1782, 8.3511, 8.4390,
        9.2871, 9.3972, 9.4381, 9.3141, 9.4905, 9.4183, 9.4090, 9.4806, 9.3805,
        9.2679, 9.3654, 9.4508, 9.6840, 9.6943, 9.6812, 9.6699, 6.4148, 4.0975,
        4.6606, 6.8462, 7.4516, 6.4651, 7.1503, 7.8770, 8.8450, 8.5353, 8.5821,
        8.8557, 8.7022, 8.4722, 8.5201, 8.7416, 9.6163, 9.5294, 9.5362, 9.6232,
        9.6963, 9.7277, 9.7317, 9.7024, 9.4180, 9.3680, 9.4217, 9.4776, 2.3867,
        1.7415, 1.9333, 2.6181, 8.7309, 8.0400, 8.1678, 8.7437, 9.3798, 9.2475,
        9.3688, 9.4936, 8.7767, 8.3629, 8.6061, 8.9554, 9.5961, 9.6404, 9.7139,
        9.6606], device='cuda:0')
tensor([6.4356, 5.1786, 5.5771, 6.7934, 9.0477, 9.0871, 9.2296, 9.1849, 9.5247,
        9.5569, 9.5786, 9.5523, 9.2868, 9.1311, 9.1662, 9.3227, 9.1048, 9.0642,
        9.1644, 9.1990, 9.2086, 8.9822, 8.9936, 9.2300, 3.7717, 3.0115, 3.3640,
        4.1533, 9.4840, 9.4681, 9.4901, 9.4851, 8.2490, 8.0126, 8.4055, 8.6053,
        9.2631, 9.3529, 9.6832, 9.6281, 9.3616, 9.3201, 9.5843, 9.6338, 9.5819,
        9.4749, 9.5279, 9.6102, 9.6825, 9.6996, 9.6920, 9.6731, 6.6383, 5.1957,
        5.6674, 7.0617, 7.2629, 6.7599, 7.4594, 7.8824, 8.9274, 8.6272, 8.8150,
        9.0380, 8.1970, 7.8361, 7.9925, 8.3444, 9.6096, 9.4824, 9.4924, 9.6180,
        9.7457, 9.7581, 9.7514, 9.7378, 9.0553, 8.9827, 9.1989, 9.2466, 3.4111,
        2.9801, 3.2122, 3.6408, 8.6716, 7.5905, 7.8470, 8.7628, 9.4207, 9.2602,
        9.3077, 9.4715, 8.8199, 8.7281, 8.8412, 8.8766, 9.7341, 9.7470, 9.7811,
        9.7699], device='cuda:0')
tensor([7.5792, 5.8492, 6.1885, 7.7869, 9.3678, 9.4247, 9.4578, 9.4007, 9.2625,
        9.3331, 9.3251, 9.2519, 9.3218, 9.1946, 9.2063, 9.3259, 9.4401, 9.3916,
        9.4069, 9.4572, 9.4440, 9.0639, 9.0937, 9.4471, 3.1159, 2.1659, 2.5298,
        3.5572, 9.5044, 9.5249, 9.5638, 9.5330, 8.5178, 8.3733, 8.5387, 8.6543,
        9.2360, 9.3484, 9.3552, 9.2183, 9.4841, 9.4231, 9.4000, 9.4613, 9.4003,
        9.3255, 9.4331, 9.4842, 9.7042, 9.7149, 9.7012, 9.6893, 6.7883, 4.6647,
        5.1525, 7.1326, 7.6373, 6.7633, 7.3088, 7.9889, 8.9893, 8.7407, 8.8020,
        9.0123, 8.7678, 8.5454, 8.5931, 8.8022, 9.6818, 9.6268, 9.6308, 9.6864,
        9.7146, 9.7438, 9.7490, 9.7220, 9.4457, 9.4091, 9.4408, 9.4845, 2.9254,
        2.2706, 2.5242, 3.2200, 8.8579, 8.2383, 8.3549, 8.8767, 9.5150, 9.4113,
        9.5050, 9.6013, 8.9610, 8.5127, 8.7487, 9.1161, 9.5303, 9.5872, 9.7215,
        9.6684], device='cuda:0')
R_val =  tensor(14584.9238, device='cuda:0')
C_val =  tensor(9612.7891, device='cuda:0')
Avg Actor 14584.923828125 --- Avg Critic 9612.7890625
Epoch: 8, epoch time: 59.458min, tot time: 0.371day, L_actor: 14584.924, L_critic: 9612.789, update: False
Save Checkpoints
epoch:9, batch:100/2500, reward:8417.978515625
record the last path to gazebo for showing up
epoch:9, batch:200/2500, reward:8288.435546875
record the last path to gazebo for showing up
epoch:9, batch:300/2500, reward:8252.3203125
record the last path to gazebo for showing up
epoch:9, batch:400/2500, reward:8205.958984375
record the last path to gazebo for showing up
epoch:9, batch:500/2500, reward:8205.716796875
record the last path to gazebo for showing up
epoch:9, batch:600/2500, reward:8149.53857421875
record the last path to gazebo for showing up
epoch:9, batch:700/2500, reward:8183.59228515625
record the last path to gazebo for showing up
epoch:9, batch:800/2500, reward:8181.5732421875
record the last path to gazebo for showing up
epoch:9, batch:900/2500, reward:8286.8203125
record the last path to gazebo for showing up
epoch:9, batch:1000/2500, reward:8204.35546875
record the last path to gazebo for showing up
epoch:9, batch:1100/2500, reward:8200.62890625
record the last path to gazebo for showing up
epoch:9, batch:1200/2500, reward:8206.6484375
record the last path to gazebo for showing up
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